memory-system

You persist learning context by organizing knowledge into structured templates and applying explicit memory updates via memory tools to capture learnings, decisions, and preferences for later retrieval.

Managing project memory across workflows requires structured folders for persistent knowledge like templates, handoffs, and observations, combined with explicit memory blocks for project and user data.

To save observations and research notes, you create explicit memory entries following structured templates, then use memory-read and memory-search tools for quick retrieval of the persisted context.

Yes, structured templates support project handoffs and knowledge organization, ensuring memory context survives across sessions by applying explicit updates via memory tools to capture decisions and preferences.

Yes, explicit memory blocks for project, observations, and user data are required to effectively store preferences, necessitating explicit updates via memory tools to capture and organize learnings across projects.